Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion
Circulating cell-free microRNAs (miRNAs) are potential biomarkers of cancer. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is widely used in miRNA expression studies. The aim of this study was to identify suitable reference genes for RT-qPCR analyses of miRNA expression leve...
Gespeichert in:
Veröffentlicht in: | Oncology letters 2014-10, Vol.8 (4), p.1889-1895 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1895 |
---|---|
container_issue | 4 |
container_start_page | 1889 |
container_title | Oncology letters |
container_volume | 8 |
creator | HAN, HYE-SUK JO, YEONG NANG LEE, JIN YONG CHOI, SONG-YI JEONG, YUSOOK YUN, JIEUN LEE, OK-JUN |
description | Circulating cell-free microRNAs (miRNAs) are potential biomarkers of cancer. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is widely used in miRNA expression studies. The aim of this study was to identify suitable reference genes for RT-qPCR analyses of miRNA expression levels in pleural effusion. The expression levels of candidate reference miRNAs were investigated in 10 benign pleural effusion (BPE) and 10 lung adenocarcinoma-associated malignant pleural effusion (LA-MPE) samples using miRNA microarrays. The expression levels of candidate reference miRNAs, together with those of U6 small nuclear RNA (snRNA), RNU6B, RNU44 and RNU48 small RNAs, in 46 BPE and 45 LA-MPE samples were validated by RT-qPCR, and were analyzed using the NormFinder and BestKeeper algorithms. The impact of different normalization approaches on the detection of differential expression levels of miR-198 in BPE and LA-MPE samples was also assessed. As determined by the miRNA microarray data, five candidate reference miRNAs were identified. Following RT-qPCR validation, U6 snRNA, miR-192, miR-20a, miR-221, miR-222 and miR-16 were evaluated using the NormFinder and BestKeeper software programs. U6 snRNA and miR-192 were identified as single reference genes and the combination of these genes was preferred for the relative quantification of miRNA expression levels in pleural effusion. Normalization of miR-98 expression levels to those of U6 snRNA, miR-192 or a combination of these genes enabled the detection of a significant difference between BPE and LA-MPE samples. Therefore, U6 snRNA and miR-192 are recommended as reference genes for the relative quantification of miRNA expression levels in pleural effusion. |
doi_str_mv | 10.3892/ol.2014.2404 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4156210</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1826600593</sourcerecordid><originalsourceid>FETCH-LOGICAL-c509t-9e087fc314cf438cc749e306b0c6769230cad48edbea2cea03a4bea5ca0970643</originalsourceid><addsrcrecordid>eNpdkd1rFDEUxYMottS--SwBQfrgrDcfk0lehFL8KBQF0eeQzdxpU7PJNpkp-N-bZeuqzUsuN78c7rmHkJcMVkIb_i7HFQcmV1yCfEKO2WB4x0Dzp4d6kEfktNZbaKdXTGv1nBzxngOXgh-Tn5cjpjlMwbs55ETzROsSZreOSAtOWDB5pNeYsNIpFzrf7PqxwfdI7xb36O8m-JK_fTmvNCS6jbgUFylO01Ib8II8m1ysePpwn5AfHz98v_jcXX39dHlxftX5HszcGQQ9TF4w6ScptPeDNChArcGrQRkuwLtRahzX6LhHB8LJVvbegRlASXFC3u91t8t6g6NvBtsYdlvCxpVfNrtg_39J4cZe53srWa84gyZw9iBQ8t2CdbabUD3G6BLmpVqmuVJtnUY09PUj9DYvJTV7lhnBVS_5oBr1dk-17dTa9noYhoHdBWlztLsg7S7Ihr_618AB_hNbA97sgbp1aQxjrn_dxQ50B7JrURvxG-vzp4c</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1932654276</pqid></control><display><type>article</type><title>Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion</title><source>Spandidos Publications Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><creator>HAN, HYE-SUK ; JO, YEONG NANG ; LEE, JIN YONG ; CHOI, SONG-YI ; JEONG, YUSOOK ; YUN, JIEUN ; LEE, OK-JUN</creator><creatorcontrib>HAN, HYE-SUK ; JO, YEONG NANG ; LEE, JIN YONG ; CHOI, SONG-YI ; JEONG, YUSOOK ; YUN, JIEUN ; LEE, OK-JUN</creatorcontrib><description>Circulating cell-free microRNAs (miRNAs) are potential biomarkers of cancer. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is widely used in miRNA expression studies. The aim of this study was to identify suitable reference genes for RT-qPCR analyses of miRNA expression levels in pleural effusion. The expression levels of candidate reference miRNAs were investigated in 10 benign pleural effusion (BPE) and 10 lung adenocarcinoma-associated malignant pleural effusion (LA-MPE) samples using miRNA microarrays. The expression levels of candidate reference miRNAs, together with those of U6 small nuclear RNA (snRNA), RNU6B, RNU44 and RNU48 small RNAs, in 46 BPE and 45 LA-MPE samples were validated by RT-qPCR, and were analyzed using the NormFinder and BestKeeper algorithms. The impact of different normalization approaches on the detection of differential expression levels of miR-198 in BPE and LA-MPE samples was also assessed. As determined by the miRNA microarray data, five candidate reference miRNAs were identified. Following RT-qPCR validation, U6 snRNA, miR-192, miR-20a, miR-221, miR-222 and miR-16 were evaluated using the NormFinder and BestKeeper software programs. U6 snRNA and miR-192 were identified as single reference genes and the combination of these genes was preferred for the relative quantification of miRNA expression levels in pleural effusion. Normalization of miR-98 expression levels to those of U6 snRNA, miR-192 or a combination of these genes enabled the detection of a significant difference between BPE and LA-MPE samples. Therefore, U6 snRNA and miR-192 are recommended as reference genes for the relative quantification of miRNA expression levels in pleural effusion.</description><identifier>ISSN: 1792-1074</identifier><identifier>EISSN: 1792-1082</identifier><identifier>DOI: 10.3892/ol.2014.2404</identifier><identifier>PMID: 25202432</identifier><language>eng</language><publisher>Greece: D.A. Spandidos</publisher><subject>Biomarkers ; Cancer ; Cell cycle ; Dihydrofolate reductase ; Gene expression ; Hospitals ; Lung cancer ; Methods ; MicroRNAs ; Oncology ; pleural effusion ; Polymerase chain reaction ; Software ; Studies ; Variance analysis</subject><ispartof>Oncology letters, 2014-10, Vol.8 (4), p.1889-1895</ispartof><rights>Copyright © 2014, Spandidos Publications</rights><rights>Copyright Spandidos Publications UK Ltd. 2014</rights><rights>Copyright © 2014, Spandidos Publications 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c509t-9e087fc314cf438cc749e306b0c6769230cad48edbea2cea03a4bea5ca0970643</citedby><cites>FETCH-LOGICAL-c509t-9e087fc314cf438cc749e306b0c6769230cad48edbea2cea03a4bea5ca0970643</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4156210/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4156210/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,729,782,786,887,5577,27933,27934,53800,53802</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25202432$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>HAN, HYE-SUK</creatorcontrib><creatorcontrib>JO, YEONG NANG</creatorcontrib><creatorcontrib>LEE, JIN YONG</creatorcontrib><creatorcontrib>CHOI, SONG-YI</creatorcontrib><creatorcontrib>JEONG, YUSOOK</creatorcontrib><creatorcontrib>YUN, JIEUN</creatorcontrib><creatorcontrib>LEE, OK-JUN</creatorcontrib><title>Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion</title><title>Oncology letters</title><addtitle>Oncol Lett</addtitle><description>Circulating cell-free microRNAs (miRNAs) are potential biomarkers of cancer. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is widely used in miRNA expression studies. The aim of this study was to identify suitable reference genes for RT-qPCR analyses of miRNA expression levels in pleural effusion. The expression levels of candidate reference miRNAs were investigated in 10 benign pleural effusion (BPE) and 10 lung adenocarcinoma-associated malignant pleural effusion (LA-MPE) samples using miRNA microarrays. The expression levels of candidate reference miRNAs, together with those of U6 small nuclear RNA (snRNA), RNU6B, RNU44 and RNU48 small RNAs, in 46 BPE and 45 LA-MPE samples were validated by RT-qPCR, and were analyzed using the NormFinder and BestKeeper algorithms. The impact of different normalization approaches on the detection of differential expression levels of miR-198 in BPE and LA-MPE samples was also assessed. As determined by the miRNA microarray data, five candidate reference miRNAs were identified. Following RT-qPCR validation, U6 snRNA, miR-192, miR-20a, miR-221, miR-222 and miR-16 were evaluated using the NormFinder and BestKeeper software programs. U6 snRNA and miR-192 were identified as single reference genes and the combination of these genes was preferred for the relative quantification of miRNA expression levels in pleural effusion. Normalization of miR-98 expression levels to those of U6 snRNA, miR-192 or a combination of these genes enabled the detection of a significant difference between BPE and LA-MPE samples. Therefore, U6 snRNA and miR-192 are recommended as reference genes for the relative quantification of miRNA expression levels in pleural effusion.</description><subject>Biomarkers</subject><subject>Cancer</subject><subject>Cell cycle</subject><subject>Dihydrofolate reductase</subject><subject>Gene expression</subject><subject>Hospitals</subject><subject>Lung cancer</subject><subject>Methods</subject><subject>MicroRNAs</subject><subject>Oncology</subject><subject>pleural effusion</subject><subject>Polymerase chain reaction</subject><subject>Software</subject><subject>Studies</subject><subject>Variance analysis</subject><issn>1792-1074</issn><issn>1792-1082</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNpdkd1rFDEUxYMottS--SwBQfrgrDcfk0lehFL8KBQF0eeQzdxpU7PJNpkp-N-bZeuqzUsuN78c7rmHkJcMVkIb_i7HFQcmV1yCfEKO2WB4x0Dzp4d6kEfktNZbaKdXTGv1nBzxngOXgh-Tn5cjpjlMwbs55ETzROsSZreOSAtOWDB5pNeYsNIpFzrf7PqxwfdI7xb36O8m-JK_fTmvNCS6jbgUFylO01Ib8II8m1ysePpwn5AfHz98v_jcXX39dHlxftX5HszcGQQ9TF4w6ScptPeDNChArcGrQRkuwLtRahzX6LhHB8LJVvbegRlASXFC3u91t8t6g6NvBtsYdlvCxpVfNrtg_39J4cZe53srWa84gyZw9iBQ8t2CdbabUD3G6BLmpVqmuVJtnUY09PUj9DYvJTV7lhnBVS_5oBr1dk-17dTa9noYhoHdBWlztLsg7S7Ihr_618AB_hNbA97sgbp1aQxjrn_dxQ50B7JrURvxG-vzp4c</recordid><startdate>20141001</startdate><enddate>20141001</enddate><creator>HAN, HYE-SUK</creator><creator>JO, YEONG NANG</creator><creator>LEE, JIN YONG</creator><creator>CHOI, SONG-YI</creator><creator>JEONG, YUSOOK</creator><creator>YUN, JIEUN</creator><creator>LEE, OK-JUN</creator><general>D.A. Spandidos</general><general>Spandidos Publications UK Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20141001</creationdate><title>Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion</title><author>HAN, HYE-SUK ; JO, YEONG NANG ; LEE, JIN YONG ; CHOI, SONG-YI ; JEONG, YUSOOK ; YUN, JIEUN ; LEE, OK-JUN</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c509t-9e087fc314cf438cc749e306b0c6769230cad48edbea2cea03a4bea5ca0970643</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Biomarkers</topic><topic>Cancer</topic><topic>Cell cycle</topic><topic>Dihydrofolate reductase</topic><topic>Gene expression</topic><topic>Hospitals</topic><topic>Lung cancer</topic><topic>Methods</topic><topic>MicroRNAs</topic><topic>Oncology</topic><topic>pleural effusion</topic><topic>Polymerase chain reaction</topic><topic>Software</topic><topic>Studies</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>HAN, HYE-SUK</creatorcontrib><creatorcontrib>JO, YEONG NANG</creatorcontrib><creatorcontrib>LEE, JIN YONG</creatorcontrib><creatorcontrib>CHOI, SONG-YI</creatorcontrib><creatorcontrib>JEONG, YUSOOK</creatorcontrib><creatorcontrib>YUN, JIEUN</creatorcontrib><creatorcontrib>LEE, OK-JUN</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>British Nursing Database</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Oncology letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>HAN, HYE-SUK</au><au>JO, YEONG NANG</au><au>LEE, JIN YONG</au><au>CHOI, SONG-YI</au><au>JEONG, YUSOOK</au><au>YUN, JIEUN</au><au>LEE, OK-JUN</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion</atitle><jtitle>Oncology letters</jtitle><addtitle>Oncol Lett</addtitle><date>2014-10-01</date><risdate>2014</risdate><volume>8</volume><issue>4</issue><spage>1889</spage><epage>1895</epage><pages>1889-1895</pages><issn>1792-1074</issn><eissn>1792-1082</eissn><abstract>Circulating cell-free microRNAs (miRNAs) are potential biomarkers of cancer. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is widely used in miRNA expression studies. The aim of this study was to identify suitable reference genes for RT-qPCR analyses of miRNA expression levels in pleural effusion. The expression levels of candidate reference miRNAs were investigated in 10 benign pleural effusion (BPE) and 10 lung adenocarcinoma-associated malignant pleural effusion (LA-MPE) samples using miRNA microarrays. The expression levels of candidate reference miRNAs, together with those of U6 small nuclear RNA (snRNA), RNU6B, RNU44 and RNU48 small RNAs, in 46 BPE and 45 LA-MPE samples were validated by RT-qPCR, and were analyzed using the NormFinder and BestKeeper algorithms. The impact of different normalization approaches on the detection of differential expression levels of miR-198 in BPE and LA-MPE samples was also assessed. As determined by the miRNA microarray data, five candidate reference miRNAs were identified. Following RT-qPCR validation, U6 snRNA, miR-192, miR-20a, miR-221, miR-222 and miR-16 were evaluated using the NormFinder and BestKeeper software programs. U6 snRNA and miR-192 were identified as single reference genes and the combination of these genes was preferred for the relative quantification of miRNA expression levels in pleural effusion. Normalization of miR-98 expression levels to those of U6 snRNA, miR-192 or a combination of these genes enabled the detection of a significant difference between BPE and LA-MPE samples. Therefore, U6 snRNA and miR-192 are recommended as reference genes for the relative quantification of miRNA expression levels in pleural effusion.</abstract><cop>Greece</cop><pub>D.A. Spandidos</pub><pmid>25202432</pmid><doi>10.3892/ol.2014.2404</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1792-1074 |
ispartof | Oncology letters, 2014-10, Vol.8 (4), p.1889-1895 |
issn | 1792-1074 1792-1082 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4156210 |
source | Spandidos Publications Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central |
subjects | Biomarkers Cancer Cell cycle Dihydrofolate reductase Gene expression Hospitals Lung cancer Methods MicroRNAs Oncology pleural effusion Polymerase chain reaction Software Studies Variance analysis |
title | Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-01T03%3A47%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Identification%20of%20suitable%20reference%20genes%20for%20the%20relative%20quantification%20of%20microRNAs%20in%20pleural%20effusion&rft.jtitle=Oncology%20letters&rft.au=HAN,%20HYE-SUK&rft.date=2014-10-01&rft.volume=8&rft.issue=4&rft.spage=1889&rft.epage=1895&rft.pages=1889-1895&rft.issn=1792-1074&rft.eissn=1792-1082&rft_id=info:doi/10.3892/ol.2014.2404&rft_dat=%3Cproquest_pubme%3E1826600593%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1932654276&rft_id=info:pmid/25202432&rfr_iscdi=true |